Posts Tagged ‘Deep learning’
Using Virtual Data to Train Algorithms
The use of synthetic data is a cost‑effective way to teach artificial intelligence (AI) about human responses. But what about bias? The Guardian brought this topic to our attention in their article, “Is ‘fake data’ the real deal when training algorithms?“ Big data defines the field of AI by training deep learning algorithms to have…
Read MoreAI Transformation
Machines are getting smarter every year, but artificial intelligence (AI) has yet to reach the pinnacle of performance once expected by many. Is this a technology failure or skewed expectations? This interesting topic came to us from Tech Republic in their article, “Deep learning isn’t living up to the hype, but still shows promise.” While…
Read MoreUnderstanding the Process
Deep learning is a type of machine learning and artificial intelligence (AI) that imitates the way humans gain certain types of knowledge. Built In brought this interesting subject to us in their article, “What Is Deep Learning and How Does It Work?“ Deep learning is an important element of data science, which includes statistics and predictive modeling. It…
Read MoreThe Next Step with Deep Learning
Artificial intelligence (AI) and machine learning are the cornerstones of the digital transformation in computing. These technologies hinge on the ability to recognize patterns then, based on data observed in the past, predict future outcomes. This interesting topic came to us from Venture Beat in their article, “Deep learning is bridging the gap between the…
Read MoreDeep Learning Algorithms and Seismic Data
Emerging technologies are used in every aspect of our lives: healthcare, financial, and now, environmental. MIT Technology Review brought this information to our attention in their article, “A deep-learning algorithm could detect earthquakes by filtering out city noise.” Noise is the enemy of seismic data detection. It is more than an inconvenience; it can become…
Read MoreThe Details on Deep Learning
Deep learning is a machine learning technique that teaches computers to do what comes naturally to humans – learn by example. Venture Beat brought this information to us in their article, “This is what makes deep learning so powerful.” Deep learning is a key technology behind driverless cars, enabling them to recognize a stop sign…
Read MoreMeeting Expectations
Machines are getting smarter every year, but artificial intelligence (AI) has yet to reach the pinnacle of performance once expected by many. Is this a technology failure or skewed expectations? This interesting topic came to us from Tech Republic in their article, “Deep learning isn’t living up to the hype, but still shows promise.” While…
Read MoreChanging the Search Game
Most search engines in use today are based on keywords, in which the search engine attempts to find the best match for a word or set of words used as input. But new search approaches based on deep learning have emerged recently and they have the potential to change the search game. This interesting information…
Read MoreUnderstanding the Difference
A team of researchers from the University of Malta and the European Synchrotron Radiation Facility in France has developed a new segmentation method for viewing the inside of mummified remains utilizing deep learning. This interesting information came to us from Phys.org in their article, “A classical machine learning technique for easier segmentation of mummified remains.”…
Read MoreDeep Learning with Explainable AI
Some artificial intelligence (AI) researchers are trying to fix the flaws of neural networks. Deep learning models are playing increasingly important roles across a wide range of decision-making scenarios. Unfortunately they have an inability to provide human-understandable motivations for their opaque or complex decision-making processes. This interesting topic came to us from Synced in their…
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